Artificial neural networks for predicting first-lactation 305-day milk yield in crossbred cattle

Artificial neural networks for predicting first-lactation 305-day milk yield in crossbred cattle

This study was conducted using the first-lactation records of 1092 Vrindavani crossbred cattle to compare the relative efficiency of an artificial neural network (ANN) versus multiple linear regression for predicting the first-lactation 305-day milk yield (FL305DMY). The two input sets used for pre...

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Bibliographic Details
Main Authors: SM Usman, A Kumar, A Sherasiya, IM Youssef, MM Abo Ghanima, J Chandrakar, R Tiwari, NP Singh, QS Sahib, T Dutt, AA Swelum
Format: Article
Language:English
Published: South African Society for Animal Science 2025-07-01
Series:South African Journal of Animal Science
Subjects:
Bayesian regularisation
milk
multiple linear regression
Vrindavani cattle
Online Access:https://www.sajas.co.za/article/view/23007
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https://www.sajas.co.za/article/view/23007

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